Overview

Dataset Statistics

Number of Variables 13
Number of Rows 65
Missing Cells 3
Missing Cells (%) 0.4%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 6.7 KB
Average Row Size in Memory 106.0 B
Variable Types
  • Numerical: 13

Dataset Insights

Unnamed: 0 is uniformly distributed Uniform
Year is uniformly distributed Uniform
Population_Total is uniformly distributed Uniform
Exports_USD and Imports_USD have similar distributions Similar Distribution
Trade_Percent_GDP and Industry_Value_Added_Percent_GDP have similar distributions Similar Distribution
GDP_Growth_Percent has 1 (1.54%) missing values Missing
Official_Exchange_Rate has 1 (1.54%) missing values Missing
Population_Growth_Percent has 1 (1.54%) missing values Missing
GDP_Current_USD is skewed Skewed
GDP_Per_Capita_USD is skewed Skewed
Official_Exchange_Rate is skewed Skewed
Population_Growth_Percent is skewed Skewed
Exports_USD is skewed Skewed
Imports_USD is skewed Skewed
GDP_Growth_Percent has 17 (26.15%) negatives Negatives
Inflation_Rate_Percent has 1 (1.54%) negatives Negatives
  • 1
  • 2

Variables


Unnamed: 0

numerical

Approximate Distinct Count 65
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1040
Mean 32
Minimum 0
Maximum 64
Zeros 1
Zeros (%) 1.5%
Negatives 0
Negatives (%) 0.0%
  • Unnamed: 0 is uniformly distributed

Quantile Statistics

Minimum 0
5-th Percentile 3.2
Q1 16
Median 32
Q3 48
95-th Percentile 60.8
Maximum 64
Range 64
IQR 32

Descriptive Statistics

Mean 32
Standard Deviation 18.9077
Variance 357.5
Sum 2080
Skewness 0
Kurtosis -1.2006
Coefficient of Variation 0.5909
  • Unnamed: 0 is not normally distributed (p-value 4.2761364541775245e-05)

Year

numerical

Approximate Distinct Count 65
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1040
Mean 1992
Minimum 1960
Maximum 2024
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Year is uniformly distributed

Quantile Statistics

Minimum 1960
5-th Percentile 1963.2
Q1 1976
Median 1992
Q3 2008
95-th Percentile 2020.8
Maximum 2024
Range 64
IQR 32

Descriptive Statistics

Mean 1992
Standard Deviation 18.9077
Variance 357.5
Sum 129480
Skewness 0
Kurtosis -1.2006
Coefficient of Variation 0.009492
  • Year is not normally distributed (p-value 4.2761364541775245e-05)

GDP_Current_USD

numerical

Approximate Distinct Count 65
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1040
Mean 1.8937e+11
Minimum 4.1991e+09
Maximum 6.4402e+11
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • GDP_Current_USD is skewed right (γ1 = 0.914)

Quantile Statistics

Minimum 4.1991e+09
5-th Percentile 5.0189e+09
Q1 6.3744e+10
Median 1.2306e+11
Q3 3.4799e+11
95-th Percentile 4.9773e+11
Maximum 6.4402e+11
Range 6.3982e+11
IQR 2.8424e+11

Descriptive Statistics

Mean 1.8937e+11
Standard Deviation 1.7809e+11
Variance 3.1714e+22
Sum 1.2309e+13
Skewness 0.914
Kurtosis -0.3868
Coefficient of Variation 0.9404
  • GDP_Current_USD is not normally distributed (p-value 3.5616091199027644e-14)

GDP_Growth_Percent

numerical

Approximate Distinct Count 64
Approximate Unique (%) 100.0%
Missing 1
Missing (%) 1.5%
Infinite 0
Infinite (%) 0.0%
Memory Size 1024
Mean 4.0608
Minimum -21.5996
Maximum 23.1712
Zeros 0
Zeros (%) 0.0%
Negatives 17
Negatives (%) 26.2%
  • GDP_Growth_Percent is skewed left (γ1 = -0.4622)

Quantile Statistics

Minimum -21.5996
5-th Percentile -9.3881
Q1 -0.2106
Median 4.3447
Q3 8.5162
95-th Percentile 15.364
Maximum 23.1712
Range 44.7709
IQR 8.7269

Descriptive Statistics

Mean 4.0608
Standard Deviation 7.8505
Variance 61.6298
Sum 259.8901
Skewness -0.4622
Kurtosis 1.0346
Coefficient of Variation 1.9332
  • GDP_Growth_Percent is not normally distributed (p-value 0.004406576813553254)
  • GDP_Growth_Percent has 2 outliers

GDP_Per_Capita_USD

numerical

Approximate Distinct Count 65
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1040
Mean 2731.6821
Minimum 195.5775
Maximum 8114.081
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • GDP_Per_Capita_USD is skewed right (γ1 = 0.7078)

Quantile Statistics

Minimum 195.5775
5-th Percentile 211.9938
Q1 1408.9657
Median 2208.9964
Q3 4064.3467
95-th Percentile 6178.3803
Maximum 8114.081
Range 7918.5035
IQR 2655.381

Descriptive Statistics

Mean 2731.6821
Standard Deviation 2026.9671
Variance 4.1086e+06
Sum 177559.3376
Skewness 0.7078
Kurtosis -0.2155
Coefficient of Variation 0.742
  • GDP_Per_Capita_USD is not normally distributed (p-value 5.418837175921543e-12)
  • GDP_Per_Capita_USD has 1 outliers

Inflation_Rate_Percent

numerical

Approximate Distinct Count 65
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1040
Mean 17.2145
Minimum -0.3881
Maximum 49.656
Zeros 0
Zeros (%) 0.0%
Negatives 1
Negatives (%) 1.5%
  • Inflation_Rate_Percent is skewed right (γ1 = 0.7127)

Quantile Statistics

Minimum -0.3881
5-th Percentile 0.8966
Q1 9.8195
Median 14.7615
Q3 25.4105
95-th Percentile 42.6927
Maximum 49.656
Range 50.0441
IQR 15.591

Descriptive Statistics

Mean 17.2145
Standard Deviation 12.0204
Variance 144.49
Sum 1118.9428
Skewness 0.7127
Kurtosis 0.006225
Coefficient of Variation 0.6983
  • Inflation_Rate_Percent has 1 outliers

Official_Exchange_Rate

numerical

Approximate Distinct Count 49
Approximate Unique (%) 76.6%
Missing 1
Missing (%) 1.5%
Infinite 0
Infinite (%) 0.0%
Memory Size 1024
Mean 7962.5095
Minimum 65.5678
Maximum 42000
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Official_Exchange_Rate is skewed right (γ1 = 1.7103)

Quantile Statistics

Minimum 65.5678
5-th Percentile 67.7236
Q1 75.75
Median 90.5625
Q3 9317.9959
95-th Percentile 42000
Maximum 42000
Range 41934.4322
IQR 9242.2459

Descriptive Statistics

Mean 7962.5095
Standard Deviation 13430.5795
Variance 1.8038e+08
Sum 509600.6109
Skewness 1.7103
Kurtosis 1.4716
Coefficient of Variation 1.6867
  • Official_Exchange_Rate is not normally distributed (p-value 5.1156959656201245e-23)
  • Official_Exchange_Rate has 10 outliers

Population_Total

numerical

Approximate Distinct Count 65
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1040
Mean 5.6489e+07
Minimum 21470434
Maximum 91567738
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Population_Total is uniformly distributed
  • Population_Total is skewed left (γ1 = -0.0947)

Quantile Statistics

Minimum 21470434
5-th Percentile 2.3668e+07
Q1 3.4837e+07
Median 6.1185e+07
Q3 7.5514e+07
95-th Percentile 8.8309e+07
Maximum 91567738
Range 70097304
IQR 4.0677e+07

Descriptive Statistics

Mean 5.6489e+07
Standard Deviation 2.2097e+07
Variance 4.8827e+14
Sum 3.6718e+09
Skewness -0.09471
Kurtosis -1.3268
Coefficient of Variation 0.3912

Population_Growth_Percent

numerical

Approximate Distinct Count 64
Approximate Unique (%) 100.0%
Missing 1
Missing (%) 1.5%
Infinite 0
Infinite (%) 0.0%
Memory Size 1024
Mean 2.2663
Minimum 0.1905
Maximum 5.294
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Population_Growth_Percent is skewed right (γ1 = 0.368)

Quantile Statistics

Minimum 0.1905
5-th Percentile 0.8266
Q1 1.2489
Median 2.1837
Q3 3.0529
95-th Percentile 3.7509
Maximum 5.294
Range 5.1036
IQR 1.8039

Descriptive Statistics

Mean 2.2663
Standard Deviation 1.1474
Variance 1.3164
Sum 145.0402
Skewness 0.368
Kurtosis -0.4837
Coefficient of Variation 0.5063
  • Population_Growth_Percent is not normally distributed (p-value 2.6670026427860636e-09)

Exports_USD

numerical

Approximate Distinct Count 65
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1040
Mean 4.1834e+10
Minimum 5.8154e+08
Maximum 1.5685e+11
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Exports_USD is skewed right (γ1 = 1.0019)

Quantile Statistics

Minimum 5.8154e+08
5-th Percentile 7.8093e+08
Q1 1.1842e+10
Median 2.1525e+10
Q3 7.7653e+10
95-th Percentile 1.2144e+11
Maximum 1.5685e+11
Range 1.5627e+11
IQR 6.5811e+10

Descriptive Statistics

Mean 4.1834e+10
Standard Deviation 4.4209e+10
Variance 1.9544e+21
Sum 2.7192e+12
Skewness 1.0019
Kurtosis -0.4092
Coefficient of Variation 1.0568
  • Exports_USD is not normally distributed (p-value 1.9885437042591752e-12)

Imports_USD

numerical

Approximate Distinct Count 65
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1040
Mean 4.0959e+10
Minimum 6.141e+08
Maximum 1.392e+11
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Imports_USD is skewed right (γ1 = 0.8936)

Quantile Statistics

Minimum 6.141e+08
5-th Percentile 7.5984e+08
Q1 1.1696e+10
Median 2.5746e+10
Q3 7.3598e+10
95-th Percentile 1.1081e+11
Maximum 1.392e+11
Range 1.3858e+11
IQR 6.1902e+10

Descriptive Statistics

Mean 4.0959e+10
Standard Deviation 3.9957e+10
Variance 1.5966e+21
Sum 2.6624e+12
Skewness 0.8936
Kurtosis -0.5356
Coefficient of Variation 0.9755
  • Imports_USD is not normally distributed (p-value 7.763082125170083e-14)

Trade_Percent_GDP

numerical

Approximate Distinct Count 65
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1040
Mean 41.6964
Minimum 14.1449
Maximum 76.1156
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Trade_Percent_GDP is skewed right (γ1 = 0.3586)

Quantile Statistics

Minimum 14.1449
5-th Percentile 24.0961
Q1 35.1442
Median 41.6091
Q3 48.1727
95-th Percentile 59.2335
Maximum 76.1156
Range 61.9708
IQR 13.0284

Descriptive Statistics

Mean 41.6964
Standard Deviation 11.2684
Variance 126.976
Sum 2710.2669
Skewness 0.3586
Kurtosis 1.1157
Coefficient of Variation 0.2702
  • Trade_Percent_GDP is not normally distributed (p-value 0.0010122067025009382)
  • Trade_Percent_GDP has 3 outliers

Industry_Value_Added_Percent_GDP

numerical

Approximate Distinct Count 65
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 1040
Mean 39.2096
Minimum 24.8072
Maximum 62.3233
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Industry_Value_Added_Percent_GDP is skewed right (γ1 = 0.449)

Quantile Statistics

Minimum 24.8072
5-th Percentile 25.8271
Q1 33.5416
Median 38.7762
Q3 43.3949
95-th Percentile 53.5748
Maximum 62.3233
Range 37.5161
IQR 9.8533

Descriptive Statistics

Mean 39.2096
Standard Deviation 8.075
Variance 65.2063
Sum 2548.6267
Skewness 0.449
Kurtosis 0.1948
Coefficient of Variation 0.2059
  • Industry_Value_Added_Percent_GDP has 1 outliers

Interactions

Correlations

Missing Values